Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks

Favorite As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of this transformation are agentic systems, which harness the power of foundation models (FMs) to tackle complex, real-world challenges. By seamlessly integrating multiple agents, these innovative solutions enable autonomous collaboration,

Read More
Shared by AWS Machine Learning December 20, 2024

2024 end-of-year review: policy and standards

Favorite As 2024 draws to a close, the Open Source Initiative (OSI) reflects on an eventful year marked by significant achievements in advocating for Open Source principles in policy and standards development worldwide. Below, we highlight key milestones, initiatives and ongoing work from the year. Global engagements Columbia Convening on

Read More
Shared by voicesofopensource December 19, 2024

Using natural language in Amazon Q Business: From searching and creating ServiceNow incidents and knowledge articles to generating insights

Favorite Many enterprise customers across various industries are looking to adopt Generative AI to drive innovation, user productivity, and enhance customer experience. Generative AI–powered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on data and information in

Read More
Shared by AWS Machine Learning December 19, 2024

How Fastweb fine-tuned the Mistral model using Amazon SageMaker HyperPod as a first step to build an Italian large language model

Favorite This post is co-written with Marta Cavalleri and Giovanni Germani from Fastweb, and Claudia Sacco and Andrea Policarpi from BIP xTech. AI’s transformative impact extends throughout the modern business landscape, with telecommunications emerging as a key area of innovation. Fastweb, one of Italy’s leading telecommunications operators, recognized the immense

Read More
Shared by AWS Machine Learning December 19, 2024

Simplify multimodal generative AI with Amazon Bedrock Data Automation

Favorite Developers face significant challenges when using foundation models (FMs) to extract data from unstructured assets. This data extraction process requires carefully identifying models that meet the developer’s specific accuracy, cost, and feature requirements. Additionally, developers must invest considerable time optimizing price performance through fine-tuning and extensive prompt engineering. Managing

Read More
Shared by AWS Machine Learning December 18, 2024